{"id":"W1586021090","doi":"10.4212/cjhp.v61i4.76","title":"Our Opportunity is Here! Are You Ready?","year":2008,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Data science; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004942735,0.001156029,0.001670249,0.001965502,0.02323573,0.01591736,0.001984003,0.01245432,0.3219664],"category_scores_gemma":[0.03218088,0.0007431082,0.002198884,0.001129124,0.005798537,0.01127438,0.01210957,0.01756464,0.1532438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004982274,"about_ca_system_score_gemma":0.0273314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05169859,"about_ca_topic_score_gemma":0.1160296,"domain_scores_codex":[0.995016,0.0007388406,0.0001377375,0.0002383025,0.001912704,0.001956405],"domain_scores_gemma":[0.9572565,0.001250057,0.0008466844,0.0005525782,0.0102391,0.02985501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000217123,0.00006505977,0.0004354886,0.00003736959,0.000004423148,0.0001578311,0.0002961869,0.00000684505,0.00005264532,0.001048207,0.9782244,0.01964983],"study_design_scores_gemma":[0.00002200303,0.00002967777,0.001297339,0.0001933544,0.000009233231,0.000210302,0.005343757,0.00001730469,0.00005807286,0.001486966,0.9912727,0.0000591856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001618627,0.005094343,0.0005224806,0.7797152,0.1215255,0.0001674014,0.0002049649,0.0007023957,0.09044909],"genre_scores_gemma":[0.01378015,0.004837255,0.001468289,0.2804708,0.02231932,0.0002468917,0.0001613907,0.0005905878,0.6761254],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3219664,"threshold_uncertainty_score":0.9671326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2148804297157799,"score_gpt":0.3996520534449718,"score_spread":0.1847716237291919,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}